import pandas as pd
df = pd.read_csv(r'data\cmodty\check\info.csv', index_col=0)


df[['ic1', 'ic10','ic30']] = abs(df[['ic1', 'ic10','ic30']])

df_drop1 = df[(df['ic1']<0.01)&(df['ic10']<0.01)&(df['ic30']<0.01)|(df['nan_ratio']>0.05)]

df_select = df[(df['ic1']>0.01)|(df['ic10']>0.01)|(df['ic30']>0.01)&(df['nan_ratio']<0.05)]#]

print('fin')